Zen and the Art of Baseball

What's Good Pham?

Chris Kam

Contract History | Monte Carlo Simulation

Randomly Generated Standings

Matchup winning percentages aggregated across 75,000 randomly generated schedules.

What does this graph mean?

Team (click to toggle matchups)	W-L-T	%
Yahoo	162-136-10	.542
Best	195-93-20	.666
Worst	126-166-16	.435
Average	160-130-15	.549

Week 1	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	76	118	28	76	.368	.871	7	6	103	3.61	2.51	.305	8	5
Fear The Beard 7-6-1	55	100	17	56	.320	.739	-3	6	111	2.94	3.36	.263	9	10

Week 2	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	47	75	16	49	.331	.795	5	2	74	4.06	4.63	.287	5	3
Winker?! I Barely... 5-9-0	44	71	15	46	.351	.845	4	6	98	3.84	6.53	.277	6	5

Week 3	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	36	80	15	40	.326	.775	6	4	63	5.58	2.52	.369	4	3
All-In On Albies 3-11-0	48	66	20	47	.324	.838	4	5	76	3.82	3.62	.290	5	5

Week 4	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	40	65	10	36	.350	.778	5	7	84	2.73	3.11	.299	6	5
Archer?! I Barely... 12-0-2	35	65	8	25	.346	.774	0	2	54	5.27	2.16	.342	4	5

Week 5	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	40	66	9	28	.312	.731	2	8	86	2.61	3.74	.262	7	3
Perennial Flowerhaus 7-7-0	37	74	12	42	.338	.820	3	2	60	3.36	3.16	.287	4	7

Week 6	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	29	65	9	41	.311	.717	1	7	93	4.08	3.72	.301	7	2
Juan Way Or Another 4-9-1	34	70	9	34	.347	.785	3	3	42	2.38	4.67	.249	4	3

Week 7	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	36	70	12	29	.340	.791	-3	3	64	4.50	2.67	.344	3	2
The Crab Cookers 5-9-0	38	58	13	36	.316	.738	6	4	58	1.82	2.52	.298	4	4

Week 8	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	46	75	19	43	.337	.853	0	9	83	2.99	4.37	.289	8	0
Haniger?! I Barely.. 8-6-0	51	76	16	38	.342	.856	4	3	54	5.77	3.18	.349	3	3

Week 9	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	42	76	10	34	.352	.804	4	6	83	2.89	5.19	.252	7	6
Kluber?! I Barely... 12-2-0	29	71	11	37	.306	.684	-1	4	60	4.76	2.86	.321	5	3

Week 10	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	42	72	12	37	.321	.749	2	3	77	3.80	3.35	.293	5	4
The Reapers 9-5-0	37	64	16	48	.298	.752	3	4	49	4.99	2.72	.316	4	2

Week 11	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	64	100	14	53	.374	.907	3	4	63	6.41	3.32	.346	3	1
The Green Muensters 5-9-0	39	73	16	57	.329	.783	4	5	71	3.30	3.94	.259	7	0

Week 12	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	56	90	16	54	.364	.899	5	5	66	2.36	2.00	.305	8	4
Fear The Beard 8-5-1	40	77	10	38	.339	.806	8	5	104	3.49	3.35	.270	6	7

Week 13	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	44	75	17	42	.335	.857	5	8	77	4.75	2.66	.331	6	3
Winker?! I Barely... 10-3-1	36	75	10	52	.323	.753	1	4	86	6.10	5.06	.343	3	2

Week 14	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	46	69	13	32	.309	.756	3	4	63	3.46	2.63	.329	5	0
All-In On Albies 7-7-0	40	64	15	40	.308	.773	1	6	78	4.98	3.90	.347	3	5

Week 15	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	62	116	22	79	.313	.761	13	8	116	3.90	2.90	.293	8	12
Archer?! I Barely... 9-5-0	57	86	14	40	.329	.779	5	2	87	3.22	5.80	.257	6	9

Week 16	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	42	76	17	46	.329	.828	2	6	74	4.11	2.64	.297	8	2
Perennial Flowerhaus 11-3-0	37	61	7	28	.304	.662	0	1	77	6.83	4.53	.348	1	6

Week 17	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	41	62	12	34	.326	.791	4	6	53	5.26	2.94	.323	2	0
Juan Way Or Another 7-7-0	28	61	10	30	.345	.785	-3	5	65	1.71	5.42	.232	4	3

Week 18	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	48	73	17	49	.329	.831	8	5	63	4.20	3.32	.307	4	1
The Crab Cookers 7-6-1	45	75	17	38	.347	.867	1	3	51	4.22	3.64	.315	5	2

Week 19	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	49	78	18	44	.372	.957	2	2	56	5.83	2.55	.363	1	2
Haniger?! I Barely.. 8-6-0	37	61	10	34	.340	.795	0	3	77	2.90	4.05	.278	4	1

Week 20	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	33	62	12	35	.298	.720	6	6	72	5.22	2.25	.337	6	2
Kluber?! I Barely... 7-6-1	34	58	8	31	.305	.675	2	4	69	4.27	3.00	.302	6	9

Week 21	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	37	58	8	22	.303	.701	4	4	70	2.67	4.67	.279	3	5
The Reapers 5-7-2	54	76	18	40	.338	.860	5	4	57	4.50	2.85	.310	3	2

Week 22	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	31	77	9	43	.361	.823	6	5	85	4.27	4.72	.291	4	2
The Green Muensters 6-8-0	33	60	12	36	.331	.748	2	10	94	1.16	4.95	.229	11	0

Week 1	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	76	118	28	76	.368	.871	7	6	103	3.61	2.51	.305	8	5
Juan Way Or Another 10-3-1	69	118	12	52	.359	.794	10	3	94	3.62	3.13	.279	4	3

Week 2	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	47	75	16	49	.331	.795	5	2	74	4.06	4.63	.287	5	3
The Green Muensters 12-1-1	27	49	11	31	.293	.680	0	5	71	5.62	4.18	.310	5	0

Week 3	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	36	80	15	40	.326	.775	6	4	63	5.58	2.52	.369	4	3
The Reapers 6-7-1	44	77	11	30	.351	.814	3	2	48	3.50	3.00	.305	5	3

Week 4	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	40	65	10	36	.350	.778	5	7	84	2.73	3.11	.299	6	5
All-In On Albies 7-5-2	43	71	14	36	.352	.809	5	4	58	3.55	2.00	.320	4	4

Week 5	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	40	66	9	28	.312	.731	2	8	86	2.61	3.74	.262	7	3
Perennial Flowerhaus 7-7-0	37	74	12	42	.338	.820	3	2	60	3.36	3.16	.287	4	7

Week 6	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	29	65	9	41	.311	.717	1	7	93	4.08	3.72	.301	7	2
Haniger?! I Barely.. 6-7-1	43	79	15	44	.338	.811	3	3	49	4.75	1.96	.392	3	2

Week 7	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	36	70	12	29	.340	.791	-3	3	64	4.50	2.67	.344	3	2
Kluber?! I Barely... 7-5-2	35	68	11	37	.318	.730	3	4	38	2.78	2.38	.283	3	2

Week 8	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	46	75	19	43	.337	.853	0	9	83	2.99	4.37	.289	8	0
Fear The Beard 8-4-2	51	85	15	48	.337	.826	0	4	45	3.20	2.50	.310	5	3

Week 9	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	42	76	10	34	.352	.804	4	6	83	2.89	5.19	.252	7	6
Archer?! I Barely... 11-1-2	33	61	10	35	.280	.678	2	4	57	3.52	2.38	.315	5	6

Week 10	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	42	72	12	37	.321	.749	2	3	77	3.80	3.35	.293	5	4
Winker?! I Barely... 11-1-2	34	65	9	29	.315	.741	-2	3	61	5.88	5.55	.323	5	1

Week 11	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	64	100	14	53	.374	.907	3	4	63	6.41	3.32	.346	3	1
The Crab Cookers 13-1-0	45	75	11	37	.331	.788	5	1*	31*	5.29*	2.07*	.315*	1*	4*

Week 12	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	56	90	16	54	.364	.899	5	5	66	2.36	2.00	.305	8	4
Juan Way Or Another 11-2-1	49	82	14	45	.364	.883	9	2	46	5.63	2.71	.338	2	3

Week 13	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	44	75	17	42	.335	.857	5	8	77	4.75	2.66	.331	6	3
The Green Muensters 8-6-0	55	72	14	35	.356	.832	-1	6	78	3.97	3.71	.306	5	0

Week 14	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	46	69	13	32	.309	.756	3	4	63	3.46	2.63	.329	5	0
The Reapers 6-6-2	37	69	9	34	.337	.737	2	6	55	3.61	3.06	.295	5	3

Week 15	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	62	116	22	79	.313	.761	13	8	116	3.90	2.90	.293	8	12
All-In On Albies 10-4-0	61	123	17	54	.343	.819	7	4	85	4.52	2.93	.314	5	5

Week 16	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	42	76	17	46	.329	.828	2	6	74	4.11	2.64	.297	8	2
Perennial Flowerhaus 11-3-0	37	61	7	28	.304	.662	0	1	77	6.83	4.53	.348	1	6

Week 17	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	41	62	12	34	.326	.791	4	6	53	5.26	2.94	.323	2	0
Haniger?! I Barely.. 7-6-1	42	71	10	36	.392	.953	0	3	44	6.55	1.42	.406	2	1

Week 18	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	48	73	17	49	.329	.831	8	5	63	4.20	3.32	.307	4	1
Kluber?! I Barely... 8-5-1	48	71	15	37	.369	.876	4	1	51	5.05	3.64	.306	3	3

Week 19	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	49	78	18	44	.372	.957	2	2	56	5.83	2.55	.363	1	2
Fear The Beard 9-4-1	41	73	16	48	.342	.831	2	1	47	6.61	2.61	.375	3	5

Week 20	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	33	62	12	35	.298	.720	6	6	72	5.22	2.25	.337	6	2
Archer?! I Barely... 10-4-0	29	52	6	30	.285	.623	1	5	38	2.52	3.45	.291	2	4

Week 21	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	37	58	8	22	.303	.701	4	4	70	2.67	4.67	.279	3	5
Winker?! I Barely... 7-7-0	55	93	18	66	.359	.910	-1	6	58	6.13	4.14	.323	1	3

Week 22	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	31	77	9	43	.361	.823	6	5	85	4.27	4.72	.291	4	2
The Crab Cookers 10-4-0	38	67	12	41	.334	.790	2	3	56	4.07	4.31	.310	3	7

Week 1	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	76	118	28	76	.368	.871	7	6	103	3.61	2.51	.305	8	5
Archer?! I Barely... 13-1-0	59	97	9	53	.327	.684	-2	2	69	3.75	1.73	.331	4	11

Week 2	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	47	75	16	49	.331	.795	5	2	74	4.06	4.63	.287	5	3
Kluber?! I Barely... 6-6-2	42	65	14	44	.344	.850	5	5	56	2.85	3.29	.275	5	9

Week 3	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	36	80	15	40	.326	.775	6	4	63	5.58	2.52	.369	4	3
Perennial Flowerhaus 3-9-2	42	77	18	40	.387	.931	1	2	77	4.87	4.05	.310	4	4

Week 4	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	40	65	10	36	.350	.778	5	7	84	2.73	3.11	.299	6	5
The Crab Cookers 5-9-0	45	86	17	54	.408	.959	3	1	52	4.88	3.25	.290	2	9

Week 5	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	40	66	9	28	.312	.731	2	8	86	2.61	3.74	.262	7	3
Haniger?! I Barely.. 8-5-1	34	66	11	38	.318	.724	3	0	48	4.46	6.86	.263	2	1

Week 6	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	29	65	9	41	.311	.717	1	7	93	4.08	3.72	.301	7	2
Winker?! I Barely... 5-9-0	35	74	13	38	.307	.726	2	3	84	3.53	5.25	.292	3	4

Week 7	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	36	70	12	29	.340	.791	-3	3	64	4.50	2.67	.344	3	2
Juan Way Or Another 3-11-0	38	64	10	38	.347	.820	1	4	52	3.97	3.47	.314	4	3

Week 8	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	46	75	19	43	.337	.853	0	9	83	2.99	4.37	.289	8	0
The Reapers 6-7-1	70	92	24	57	.383	.962	-1	4	63	4.52	9.00	.313	6	0

Week 9	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	42	76	10	34	.352	.804	4	6	83	2.89	5.19	.252	7	6
The Green Muensters 7-7-0	51	91	19	60	.380	.965	2	4	90	4.65	4.09	.321	2	0

Week 10	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	42	72	12	37	.321	.749	2	3	77	3.80	3.35	.293	5	4
Fear The Beard 3-10-1	42	74	14	41	.361	.873	3	5	70	2.02	3.33	.251	6	2

Week 11	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	64	100	14	53	.374	.907	3	4	63	6.41	3.32	.346	3	1
All-In On Albies 2-11-1	56	86	18	63	.386	.967	3	5	88	3.54	4.19	.284	7	6

Week 12	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	56	90	16	54	.364	.899	5	5	66	2.36	2.00	.305	8	4
Archer?! I Barely... 12-1-1	26	54	5	24	.303	.652	3	1	51	6.60	2.55	.358	1	4

Week 13	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	44	75	17	42	.335	.857	5	8	77	4.75	2.66	.331	6	3
Kluber?! I Barely... 3-9-2	49	76	18	43	.336	.874	5	4	40	2.27	5.71	.287	3	3

Week 14	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	46	69	13	32	.309	.756	3	4	63	3.46	2.63	.329	5	0
Perennial Flowerhaus 6-6-2	32	61	11	33	.303	.719	3	4	81	4.58	3.52	.326	6	4

Week 15	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	62	116	22	79	.313	.761	13	8	116	3.90	2.90	.293	8	12
The Crab Cookers 11-3-0	64	106	19	70	.310	.745	2	10	90	3.59	2.57	.301	7	0

Week 16	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	42	76	17	46	.329	.828	2	6	74	4.11	2.64	.297	8	2
Haniger?! I Barely.. 8-6-0	31	60	11	37	.345	.840	1	5	63	3.45	3.94	.279	6	4

Week 17	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	41	62	12	34	.326	.791	4	6	53	5.26	2.94	.323	2	0
Winker?! I Barely... 3-10-1	49	81	10	38	.371	.828	-2	3	70	3.62	3.68	.294	2	8

Week 18	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	48	73	17	49	.329	.831	8	5	63	4.20	3.32	.307	4	1
Juan Way Or Another 4-9-1	51	72	18	50	.416	1.057	5	2	64	4.17	3.37	.353	4	5

Week 19	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	49	78	18	44	.372	.957	2	2	56	5.83	2.55	.363	1	2
The Reapers 3-11-0	57	98	23	61	.391	1.004	3	5	30	4.44	1.50	.330	3	0

Week 20	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	33	62	12	35	.298	.720	6	6	72	5.22	2.25	.337	6	2
The Green Muensters 2-11-1	49	70	18	48	.395	.979	3	7	86	4.50	5.38	.311	6	0

Week 21	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	37	58	8	22	.303	.701	4	4	70	2.67	4.67	.279	3	5
Fear The Beard 4-10-0	39	68	12	37	.323	.781	5	8	91	4.04	3.50	.297	5	3

Week 22	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	31	77	9	43	.361	.823	6	5	85	4.27	4.72	.291	4	2
All-In On Albies 9-5-0	35	62	13	36	.331	.796	7	1	57	3.69	2.71	.310	3	7